Pyjedai

⚒️ **Fixed**
- None

➕ **Added**
- Teris45 is the new maintainer!
- Nikoletos-K is out!

⚠️ **Issues**
- None

**Full Changelog**: https://github.com/AI-team-UoA/pyJedAI/compare/0.1.9...0.2.0

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**Authored by** Teris45

⚒️ **Fixed**
- Issue 25

➕ **Added**
- Optimized exports runtime - Removed pandas concat

⚠️ **Issues**
- None

**Full Changelog**: https://github.com/AI-team-UoA/pyJedAI/compare/0.1.8...0.1.9

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**Authored by** Nikoletos-K

⚒️ **Fixed**
- Issue 22 and 23.
- NNs save/load embeddings issue [ JacobMaciejewski ].
- NN unused print.
- Matching issues.

➕ **Added**
- New visualizations (PCA and tSNE)

⚠️ **Issues**
- None

**Full Changelog**: https://github.com/AI-team-UoA/pyJedAI/compare/0.1.7...0.1.8

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**Authored by** Nikoletos-K

⚒️ **Fixed**
- Issue 19 , 20 , 21 ;
- Removed FALCONN and SCANN
- Refined dependencies
- Removed Optuna injection
- Fixed typos
- Reports

➕ **Added**
- New utilities to docs

⚠️ **Issues**
- None

**Full Changelog**: https://github.com/AI-team-UoA/pyJedAI/compare/0.1.6...0.1.7

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**Authored by** Nikoletos-K

⚒️ **Fixed**
- Issue 16 ;
- Typos in clustering.py
- Datamodel gt initialization
- Imports in utils
- Bugs in NN-workflow
- Bugs and evaluation of simple Schema Clustering

➕ **Added**
- Dataframe memory consumption
- New Schema Clustering method for RDF data [Not final implementation - alpha version]

⚠️ **Issues**
- SCANN and FALCONN produce warnings

**Full Changelog**: https://github.com/AI-team-UoA/pyJedAI/compare/0.1.5...0.1.6

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**Authored by** Nikoletos-K

⚒️ **Fixed**
- Schema Matching structure [ Nikoletos-K ]

➕ **Added**
- First working version of Schema Clustering [ Nikoletos-K ]
- vector_based_blocking component: SCANN/FAISS full functionality on Linux OS only! [ JacobMaciejewski ]
- RowColumnClustering: new clustering algorithm [ JacobMaciejewski ]

⚠️ **Issues**
- Minor changes in ProgressiveWorkFlow(PYJEDAIWorkFlow). [ JacobMaciejewski ]